Jin-Yin Chen

Most-cited papers

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
Jin-Yin Chen, Jian Zhang, Xuanheng Xu, Chenbo Fu +3 more
2019IEEE Transactions on Systems, Man & Cybernetics. Systems188 citations Open access
Semantic Scholar
Open DNN Box by Power Side-Channel Attack
Yun Xiang, Zhuang-Zhi Chen, Zuohui Chen, Zebin Fang +6 more
2019IEEE Transactions on Circuits and Systems - II - Express Briefs113 citations Open access
Semantic Scholar
Software Visualization and Deep Transfer Learning for Effective Software Defect Prediction
Jin-Yin Chen, Ke-Ke Hu, Yue Yu, Zhuang-Zhi Chen +3 more
2020International Conference on Software Engineering97 citations
Semantic Scholar
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xu-Hong Zhang +5 more
2021International Conference on Software Engineering81 citations
Semantic Scholar
POBA-GA: Perturbation Optimized Black-Box Adversarial Attacks via Genetic Algorithm
Jin-Yin Chen, Mengmeng Su, Shi-Jing Shen, Hui Xiong +1 more
2019Computers & security77 citations Open access
Semantic Scholar
GAIL-PT: An intelligent penetration testing framework with generative adversarial imitation learning
Jin-Yin Chen, Shulong Hu, Haibin Zheng, Chang-You Xing +1 more
2023Computers & security64 citations
Semantic Scholar
Multiscale Evolutionary Perturbation Attack on Community Detection
Jin-Yin Chen, Yixian Chen, Lihong Chen, M. Zhao +1 more
2019IEEE Transactions on Computational Social Systems52 citations Open access
Semantic Scholar
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs
Haibin Zheng, Haiyang Xiong, Jin-Yin Chen, Hao-Shang Ma +1 more
2022IEEE Transactions on Computational Social Systems51 citations Open access
Semantic Scholar
Link Prediction Adversarial Attack Via Iterative Gradient Attack
Jin-Yin Chen, Xiang Lin, Ziqiang Shi, Yi Liu
2020IEEE Transactions on Computational Social Systems49 citations
Semantic Scholar
DAD-MCNN: DDoS Attack Detection via Multi-channel CNN
Jin-Yin Chen, Yi-Tao Yang, Ke-Ke Hu, Hai-bin Zheng +1 more
2019International Conference on Machine Learning and Computing49 citations
Semantic Scholar
Time-Aware Gradient Attack on Dynamic Network Link Prediction
Jin-Yin Chen, Jian Zhang, Z. Chen, Min Du +1 more
2019IEEE Transactions on Knowledge and Data Engineering49 citations Open access
Semantic Scholar
Collective transfer learning for defect prediction
Jin-Yin Chen, Ke-Ke Hu, Yi-Tao Yang, Yi Liu +1 more
2020Neurocomputing46 citations
Semantic Scholar
Graph-Fraudster: Adversarial Attacks on Graph Neural Network-Based Vertical Federated Learning
Jin-Yin Chen, Guohan Huang, Haibin Zheng, Shan-Qing Yu +2 more
2021IEEE Transactions on Computational Social Systems44 citations Open access
Semantic Scholar
Visualizing Deep Learning-Based Radio Modulation Classifier
Liang Huang, You Zhang, Weijian Pan, Jin-Yin Chen +2 more
2020IEEE Transactions on Cognitive Communications and Networking44 citations Open access
Semantic Scholar
Blockchain Phishing Scam Detection via Multi-channel Graph Classification
Dunjie Zhang, Jin-Yin Chen, Xiao-Song Lu
2021International Conference on Blockchain and Trustworthy Systems41 citations Open access
Semantic Scholar
MGA: Momentum Gradient Attack on Network
Jin-Yin Chen, Yixian Chen, Haibin Zheng, Shi-Jing Shen +3 more
2020IEEE Transactions on Computational Social Systems41 citations Open access
Semantic Scholar
Customizable text generation via conditional text generative adversarial network
Jin-Yin Chen, Yangyang Wu, Chengyu Jia, Haibin Zheng +1 more
2020Neurocomputing39 citations
Semantic Scholar
Multiview Transfer Learning for Software Defect Prediction
Jin-Yin Chen, Yi-Tao Yang, Ke-Ke Hu, Qi Xuan +2 more
2019IEEE Access39 citations Open access
Semantic Scholar
FedRight: An Effective Model Copyright Protection for Federated Learning
Jin-Yin Chen, Mingjun Li, Yao Cheng, Haibin Zheng
2023Computers & security38 citations Open access
Semantic Scholar
Understanding the Dynamics of DNNs Using Graph Modularity
Yao Lu, Wen Yang, Yunzhe Zhang, Zuohui Chen +4 more
2021European Conference on Computer Vision37 citations
Semantic Scholar
N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network
Jin-Yin Chen, Yangyang Wu, Lu Fan, Xiang Lin +3 more
2019IEEE Transactions on Computational Social Systems33 citations Open access
Semantic Scholar
Smoothing Adversarial Training for GNN
Jin-Yin Chen, Xiang Lin, Hui Xiong, Yangyang Wu +2 more
2020IEEE Transactions on Computational Social Systems32 citations
Semantic Scholar
Can Adversarial Network Attack be Defended?
Jin-Yin Chen, Yangyang Wu, Xiang Lin, Qi Xuan
2019arXiv.org32 citations
Semantic Scholar
MAG-GAN: Massive attack generator via GAN
Jin-Yin Chen, Haibin Zheng, Hui Xiong, Shi-Jing Shen +1 more
2020Information Sciences30 citations
Semantic Scholar
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation
Haibin Zheng, Jin-Yin Chen, Hang Du, Weipeng Zhu +2 more
2022IEEE Transactions on Dependable and Secure Computing29 citations
Semantic Scholar
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique
Jin-Yin Chen, Haibin Zheng, Hui Xiong, Ruo-Xi Chen +3 more
2021Computers & security27 citations
Semantic Scholar
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection
Haibin Zheng, Haiyang Xiong, Hao-Shang Ma, Guohan Huang +1 more
2022IEEE Transactions on Computational Social Systems25 citations Open access
Semantic Scholar
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack for DNNs
Jin-Yin Chen, Longyuan Zhang, Haibin Zheng, Xue-Ke Wang +1 more
2021IEEE Transactions on Circuits and Systems - II - Express Briefs25 citations
Semantic Scholar
Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack
Jin-Yin Chen, Haibin Zheng, Mengmeng Su, Tianyu Du +2 more
2019Conference on Information Security and Cryptology24 citations
Semantic Scholar
FGCH: a fast and grid based clustering algorithm for hybrid data stream
Jin-Yin Chen, Xiang Lin, Qi Xuan, Yun Xiang
2018Applied intelligence (Boston)24 citations
Semantic Scholar
GraphAttacker: A General Multi-Task Graph Attack Framework
Jin-Yin Chen, Dunjie Zhang, Zhaoyan Ming, Kejie Huang +2 more
2021IEEE Transactions on Network Science and Engineering21 citations Open access
Semantic Scholar
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-Modal Fake News Detection
Jin-Yin Chen, Chengyu Jia, Haibin Zheng, Ruo-Xi Chen +1 more
2022IEEE Transactions on Network Science and Engineering19 citations Open access
Semantic Scholar
EGC2: Enhanced graph classification with easy graph compression
Jin-Yin Chen, Haiyang Xiong, Haibin Zheng, Dunjie Zhang +3 more
2021Information Sciences19 citations Open access
Semantic Scholar
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction
Jin-Yin Chen, Haiyang Xiong, Haibin Zheng, Jian Zhang +2 more
2021IEEE Transactions on Network Science and Engineering19 citations Open access
Semantic Scholar
An Empirical Evaluation of the Data Leakage in Federated Graph Learning
Jin-Yin Chen, Min-Ying Ma, Haonan Ma, Haibin Zheng +1 more
2024IEEE Transactions on Network Science and Engineering18 citations
Semantic Scholar
Generative dynamic link prediction.
Jin-Yin Chen, Xiang Lin, Chenyu Jia, Yu-Wei Li +3 more
2019Chaos18 citations
Semantic Scholar
One4All: Manipulate one agent to poison the cooperative multi-agent reinforcement learning
Haibin Zheng, Xiaohao Li, Jin-Yin Chen, Jian-Feng Dong +2 more
2022Computers & security17 citations
Semantic Scholar
Unsupervised Euclidean Distance Attack on Network Embedding
Shan-Qing Yu, Zheng Jun, Jin-Huan Wang, Jian Zhang +5 more
2019International Conference on Data Science in Cyberspace17 citations Open access
Semantic Scholar
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space
Haibin Zheng, Jin-Yin Chen, Haibo Jin
2023International Conference on Automated Software Engineering16 citations Open access
Semantic Scholar
RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours
Jin-Yin Chen, Haibin Zheng, Ruo-Xi Chen, Hui Xiong
2020Computers & security16 citations
Semantic Scholar
An Improved Differential Evolution Framework Using Network Topology Information for Critical Nodes Detection
Shan-Qing Yu, Yongqi Wang, Jiaxiang Li, Xu Fang +3 more
2023IEEE Transactions on Computational Social Systems15 citations
Semantic Scholar
Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency
Jin-Yin Chen, Mingjun Li, Tao Liu, Haibin Zheng +2 more
2022Information Sciences15 citations Open access
Semantic Scholar
Primary user adversarial attacks on deep learning-based spectrum sensing and the defense method
Shi-Lian Zheng, Linhui Ye, Xuan Wang, Jin-Yin Chen +4 more
2021China Communications15 citations
Semantic Scholar
TEGDetector: A Phishing Detector That Knows Evolving Transaction Behaviors
Haibin Zheng, Min-Ying Ma, Haonan Ma, Jin-Yin Chen +2 more
2021IEEE Transactions on Computational Social Systems13 citations Open access
Semantic Scholar
A fast detector generation algorithm for negative selection
Jin-Yin Chen, Xue-Ke Wang, Mengmeng Su, Xiang Lin
2021Applied intelligence (Boston)13 citations
Semantic Scholar
PSO-ANE: Adaptive Network Embedding With Particle Swarm Optimization
Jin-Yin Chen, Yangyang Wu, Xuanheng Xu, Haibin Zheng +2 more
2019IEEE Transactions on Computational Social Systems13 citations
Semantic Scholar
Generative adversarial network–assisted image classification for imbalanced tire X-ray defect detection
Shuang Gao, Yun Dai, Yong-Chao Xu, Jin-Yin Chen +1 more
2023Transactions of the Institute of Measurement and Control12 citations
Semantic Scholar
ROBY: Evaluating the Adversarial Robustness of a Deep Model by its Decision Boundaries
Haibo Jin, Jin-Yin Chen, Haibin Zheng, Zhen Wang +3 more
2021Information Sciences12 citations
Semantic Scholar
Salient Feature Extractor for Adversarial Defense on Deep Neural Networks
Ruo-Xi Chen, Jin-Yin Chen, Haibin Zheng, Qi Xuan +3 more
2021Information Sciences12 citations Open access
Semantic Scholar
CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization
Jin-Yin Chen, Xiao-Dong Xu, Lihong Chen, Zhong-Yuan Ruan +2 more
2023IEEE Transactions on Computational Social Systems11 citations
Semantic Scholar